Table Data - All Employees: Professional and Business Services in Baltimore-Columbia-Towson, MD (MSA)
| Title | All Employees: Professional and Business Services in Baltimore-Columbia-Towson, MD (MSA) |
|---|---|
| Series ID | BALT524PBSV |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-04-01 |
| Last Updated | 2026-05-26 3:08 PM CDT |
| Notes | The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here. Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here. Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator. |
| DATE | VALUE |
|---|---|
| 1990-01-01 | 120.740476594253 |
| 1990-02-01 | 121.591241658138 |
| 1990-03-01 | 122.118630237572 |
| 1990-04-01 | 123.195821008327 |
| 1990-05-01 | 123.504830386502 |
| 1990-06-01 | 123.898086751222 |
| 1990-07-01 | 124.160039425603 |
| 1990-08-01 | 124.335440300196 |
| 1990-09-01 | 124.746981353889 |
| 1990-10-01 | 120.567636878814 |
| 1990-11-01 | 121.095763130732 |
| 1990-12-01 | 120.812542207495 |
| 1991-01-01 | 120.584294011240 |
| 1991-02-01 | 119.982265255191 |
| 1991-03-01 | 119.198017021673 |
| 1991-04-01 | 118.427625742299 |
| 1991-05-01 | 118.212553762122 |
| 1991-06-01 | 118.693676567226 |
| 1991-07-01 | 117.463413302508 |
| 1991-08-01 | 117.308413918030 |
| 1991-09-01 | 117.277461225721 |
| 1991-10-01 | 116.566268281711 |
| 1991-11-01 | 117.072904443084 |
| 1991-12-01 | 117.288509300895 |
| 1992-01-01 | 117.058513807655 |
| 1992-02-01 | 117.102763540636 |
| 1992-03-01 | 116.215162959533 |
| 1992-04-01 | 115.164217612047 |
| 1992-05-01 | 114.547311043199 |
| 1992-06-01 | 114.136504385269 |
| 1992-07-01 | 114.631054078155 |
| 1992-08-01 | 114.651141706690 |
| 1992-09-01 | 114.954045828499 |
| 1992-10-01 | 116.553998817013 |
| 1992-11-01 | 115.486747127162 |
| 1992-12-01 | 115.229070260234 |
| 1993-01-01 | 116.179917721951 |
| 1993-02-01 | 116.342598258961 |
| 1993-03-01 | 115.261520735665 |
| 1993-04-01 | 118.876137472826 |
| 1993-05-01 | 119.557327082656 |
| 1993-06-01 | 119.386069647718 |
| 1993-07-01 | 120.218000043892 |
| 1993-08-01 | 119.729831269789 |
| 1993-09-01 | 120.270284312791 |
| 1993-10-01 | 120.688861979360 |
| 1993-11-01 | 121.044482505604 |
| 1993-12-01 | 121.231396767129 |
| 1994-01-01 | 119.227502536518 |
| 1994-02-01 | 120.313307318970 |
| 1994-03-01 | 120.988905226720 |
| 1994-04-01 | 121.579474897092 |
| 1994-05-01 | 122.158939407286 |
| 1994-06-01 | 122.691303966258 |
| 1994-07-01 | 123.285776530621 |
| 1994-08-01 | 123.371348186159 |
| 1994-09-01 | 124.544907620906 |
| 1994-10-01 | 122.239495708021 |
| 1994-11-01 | 123.543008519135 |
| 1994-12-01 | 124.198081682395 |
| 1995-01-01 | 128.317942234732 |
| 1995-02-01 | 129.092024659174 |
| 1995-03-01 | 127.866246011760 |
| 1995-04-01 | 125.849613758441 |
| 1995-05-01 | 125.975123856462 |
| 1995-06-01 | 125.868816001263 |
| 1995-07-01 | 124.829370485007 |
| 1995-08-01 | 125.454020681029 |
| 1995-09-01 | 125.782894633585 |
| 1995-10-01 | 126.353209855447 |
| 1995-11-01 | 127.068708130187 |
| 1995-12-01 | 128.178718523768 |
| 1996-01-01 | 124.616811052919 |
| 1996-02-01 | 129.715459242318 |
| 1996-03-01 | 130.400412753456 |
| 1996-04-01 | 131.557296166897 |
| 1996-05-01 | 132.232589422208 |
| 1996-06-01 | 132.528789011607 |
| 1996-07-01 | 133.097570489961 |
| 1996-08-01 | 134.612854268612 |
| 1996-09-01 | 134.837421306126 |
| 1996-10-01 | 135.048528550051 |
| 1996-11-01 | 136.025650219810 |
| 1996-12-01 | 135.454931549745 |
| 1997-01-01 | 136.918490497185 |
| 1997-02-01 | 138.355820161958 |
| 1997-03-01 | 139.763186459606 |
| 1997-04-01 | 141.319002915080 |
| 1997-05-01 | 142.414589080911 |
| 1997-06-01 | 143.270520093129 |
| 1997-07-01 | 144.391259262529 |
| 1997-08-01 | 144.861758480968 |
| 1997-09-01 | 145.948327149922 |
| 1997-10-01 | 148.136841312669 |
| 1997-11-01 | 148.794270210720 |
| 1997-12-01 | 149.537784263966 |
| 1998-01-01 | 144.147300855458 |
| 1998-02-01 | 145.072465965238 |
| 1998-03-01 | 145.293418869000 |
| 1998-04-01 | 144.912673709141 |
| 1998-05-01 | 145.441383979981 |
| 1998-06-01 | 147.413446246012 |
| 1998-07-01 | 149.593498149077 |
| 1998-08-01 | 150.711101385769 |
| 1998-09-01 | 151.890564175496 |
| 1998-10-01 | 152.284197350386 |
| 1998-11-01 | 153.097069771628 |
| 1998-12-01 | 153.859223731031 |
| 1999-01-01 | 152.235942429219 |
| 1999-02-01 | 154.675852765667 |
| 1999-03-01 | 156.109874250818 |
| 1999-04-01 | 160.267579811496 |
| 1999-05-01 | 160.802150008137 |
| 1999-06-01 | 162.143649025472 |
| 1999-07-01 | 162.241448977610 |
| 1999-08-01 | 161.768250968771 |
| 1999-09-01 | 163.961338736622 |
| 1999-10-01 | 167.333933789648 |
| 1999-11-01 | 167.179598846280 |
| 1999-12-01 | 168.403249477315 |
| 2000-01-01 | 166.523674576588 |
| 2000-02-01 | 167.568328897193 |
| 2000-03-01 | 169.840552770922 |
| 2000-04-01 | 173.637805445426 |
| 2000-05-01 | 173.028078100219 |
| 2000-06-01 | 174.260279084030 |
| 2000-07-01 | 173.584263970081 |
| 2000-08-01 | 174.852204242655 |
| 2000-09-01 | 175.059977266909 |
| 2000-10-01 | 175.494351324439 |
| 2000-11-01 | 175.340763593841 |
| 2000-12-01 | 175.073691571018 |
| 2001-01-01 | 178.874634071077 |
| 2001-02-01 | 179.552794874811 |
| 2001-03-01 | 179.250077306188 |
| 2001-04-01 | 178.347629808435 |
| 2001-05-01 | 178.421515922724 |
| 2001-06-01 | 177.408125517537 |
| 2001-07-01 | 179.640406631018 |
| 2001-08-01 | 179.382494984264 |
| 2001-09-01 | 178.648060013773 |
| 2001-10-01 | 176.699026835716 |
| 2001-11-01 | 178.128308659035 |
| 2001-12-01 | 177.101775530752 |
| 2002-01-01 | 176.360336575816 |
| 2002-02-01 | 176.656796107319 |
| 2002-03-01 | 176.951917265570 |
| 2002-04-01 | 175.233667616733 |
| 2002-05-01 | 175.432320474683 |
| 2002-06-01 | 175.444127974575 |
| 2002-07-01 | 175.019095671429 |
| 2002-08-01 | 176.199218448305 |
| 2002-09-01 | 175.203750407176 |
| 2002-10-01 | 174.511264471299 |
| 2002-11-01 | 174.689125911774 |
| 2002-12-01 | 174.410026471977 |
| 2003-01-01 | 174.070298800622 |
| 2003-02-01 | 171.648879360315 |
| 2003-03-01 | 172.268195154933 |
| 2003-04-01 | 175.021212497068 |
| 2003-05-01 | 174.332717389006 |
| 2003-06-01 | 174.237602967526 |
| 2003-07-01 | 171.988052645974 |
| 2003-08-01 | 173.586513470000 |
| 2003-09-01 | 174.785427771126 |
| 2003-10-01 | 176.820977649943 |
| 2003-11-01 | 176.392730624296 |
| 2003-12-01 | 176.920852960854 |
| 2004-01-01 | 176.866418660024 |
| 2004-02-01 | 177.041953410385 |
| 2004-03-01 | 177.766645010905 |
| 2004-04-01 | 177.050559876899 |
| 2004-05-01 | 177.707357453347 |
| 2004-06-01 | 178.995758811315 |
| 2004-07-01 | 180.156716032634 |
| 2004-08-01 | 180.092225964650 |
| 2004-09-01 | 179.985705048636 |
| 2004-10-01 | 181.533812810742 |
| 2004-11-01 | 181.861851075801 |
| 2004-12-01 | 181.782633225811 |
| 2005-01-01 | 182.791420543206 |
| 2005-02-01 | 183.626560312938 |
| 2005-03-01 | 184.079991862247 |
| 2005-04-01 | 184.243074970752 |
| 2005-05-01 | 184.393718006772 |
| 2005-06-01 | 184.263421224153 |
| 2005-07-01 | 184.275839693238 |
| 2005-08-01 | 184.492554735807 |
| 2005-09-01 | 185.832074982708 |
| 2005-10-01 | 184.467770201241 |
| 2005-11-01 | 184.299105237503 |
| 2005-12-01 | 183.914269717485 |
| 2006-01-01 | 187.217250169507 |
| 2006-02-01 | 188.394377353475 |
| 2006-03-01 | 189.359024806657 |
| 2006-04-01 | 189.849855543544 |
| 2006-05-01 | 189.977138570615 |
| 2006-06-01 | 190.222483048091 |
| 2006-07-01 | 190.459477880798 |
| 2006-08-01 | 190.285587058340 |
| 2006-09-01 | 190.581760312235 |
| 2006-10-01 | 190.722436452375 |
| 2006-11-01 | 190.819472638282 |
| 2006-12-01 | 191.391812736524 |
| 2007-01-01 | 190.998874333925 |
| 2007-02-01 | 191.036092733124 |
| 2007-03-01 | 191.417860155849 |
| 2007-04-01 | 192.153856641112 |
| 2007-05-01 | 191.883995359656 |
| 2007-06-01 | 192.605853535491 |
| 2007-07-01 | 191.901349192012 |
| 2007-08-01 | 192.883149077352 |
| 2007-09-01 | 193.573920721685 |
| 2007-10-01 | 193.721163359254 |
| 2007-11-01 | 194.815126432973 |
| 2007-12-01 | 195.097379490887 |
| 2008-01-01 | 195.896993686612 |
| 2008-02-01 | 196.154959964269 |
| 2008-03-01 | 195.946279810688 |
| 2008-04-01 | 195.567688463910 |
| 2008-05-01 | 195.884679536486 |
| 2008-06-01 | 194.755121416312 |
| 2008-07-01 | 194.790018216569 |
| 2008-08-01 | 194.639110293052 |
| 2008-09-01 | 193.498115787911 |
| 2008-10-01 | 192.409237369479 |
| 2008-11-01 | 190.440471375097 |
| 2008-12-01 | 188.794024736461 |
| 2009-01-01 | 187.074155160436 |
| 2009-02-01 | 185.446363271819 |
| 2009-03-01 | 183.858705869855 |
| 2009-04-01 | 183.581032141983 |
| 2009-05-01 | 183.154113845668 |
| 2009-06-01 | 183.408620831795 |
| 2009-07-01 | 183.617769408199 |
| 2009-08-01 | 183.423281316861 |
| 2009-09-01 | 183.291421435471 |
| 2009-10-01 | 183.339204698496 |
| 2009-11-01 | 182.908954791235 |
| 2009-12-01 | 183.232495866788 |
| 2010-01-01 | 183.387786851069 |
| 2010-02-01 | 181.340815932340 |
| 2010-03-01 | 184.639459929564 |
| 2010-04-01 | 185.109190758939 |
| 2010-05-01 | 185.230199376116 |
| 2010-06-01 | 186.950121109654 |
| 2010-07-01 | 185.577860239604 |
| 2010-08-01 | 185.738567446557 |
| 2010-09-01 | 185.666208295110 |
| 2010-10-01 | 188.199230211500 |
| 2010-11-01 | 187.695953425702 |
| 2010-12-01 | 188.548015599553 |
| 2011-01-01 | 189.327801985406 |
| 2011-02-01 | 189.839102597703 |
| 2011-03-01 | 190.731392728232 |
| 2011-04-01 | 193.250020063839 |
| 2011-05-01 | 194.241571639797 |
| 2011-06-01 | 195.336838144091 |
| 2011-07-01 | 197.362704637660 |
| 2011-08-01 | 197.948733447989 |
| 2011-09-01 | 199.694731863873 |
| 2011-10-01 | 201.197969230127 |
| 2011-11-01 | 202.432180698933 |
| 2011-12-01 | 204.042549072195 |
| 2012-01-01 | 205.431008155118 |
| 2012-02-01 | 205.603162917421 |
| 2012-03-01 | 206.526522591116 |
| 2012-04-01 | 205.173145926532 |
| 2012-05-01 | 207.321667539643 |
| 2012-06-01 | 207.499385002707 |
| 2012-07-01 | 207.052110486887 |
| 2012-08-01 | 209.200343688858 |
| 2012-09-01 | 210.634852334682 |
| 2012-10-01 | 210.722762771196 |
| 2012-11-01 | 212.104416591918 |
| 2012-12-01 | 212.561935527157 |
| 2013-01-01 | 213.311146988017 |
| 2013-02-01 | 214.898699007063 |
| 2013-03-01 | 216.478642989902 |
| 2013-04-01 | 213.681277026886 |
| 2013-05-01 | 215.039946016746 |
| 2013-06-01 | 216.702913893278 |
| 2013-07-01 | 216.011082403334 |
| 2013-08-01 | 217.164264734494 |
| 2013-09-01 | 217.803693238386 |
| 2013-10-01 | 217.617883306225 |
| 2013-11-01 | 218.626046838820 |
| 2013-12-01 | 217.951121891319 |
| 2014-01-01 | 218.699152268501 |
| 2014-02-01 | 219.652018974338 |
| 2014-03-01 | 220.630510930999 |
| 2014-04-01 | 221.613258444231 |
| 2014-05-01 | 222.495418051064 |
| 2014-06-01 | 222.753940261653 |
| 2014-07-01 | 223.001160338584 |
| 2014-08-01 | 222.627301109030 |
| 2014-09-01 | 222.269813101024 |
| 2014-10-01 | 223.002346649695 |
| 2014-11-01 | 222.247198749384 |
| 2014-12-01 | 223.500618959495 |
| 2015-01-01 | 222.987403909169 |
| 2015-02-01 | 223.933025465992 |
| 2015-03-01 | 224.202549900075 |
| 2015-04-01 | 225.173145618331 |
| 2015-05-01 | 226.037931380690 |
| 2015-06-01 | 225.638355262844 |
| 2015-07-01 | 228.791585284674 |
| 2015-08-01 | 228.621029538697 |
| 2015-09-01 | 227.119779612948 |
| 2015-10-01 | 231.708396422794 |
| 2015-11-01 | 230.971184668628 |
| 2015-12-01 | 231.319308668926 |
| 2016-01-01 | 231.816923947430 |
| 2016-02-01 | 231.637465246650 |
| 2016-03-01 | 231.890248144739 |
| 2016-04-01 | 232.234549551064 |
| 2016-05-01 | 232.443339335558 |
| 2016-06-01 | 232.944722258821 |
| 2016-07-01 | 233.228562868385 |
| 2016-08-01 | 234.048468846212 |
| 2016-09-01 | 234.266891734849 |
| 2016-10-01 | 234.675815329787 |
| 2016-11-01 | 235.139295591291 |
| 2016-12-01 | 234.962156905917 |
| 2017-01-01 | 232.274100609374 |
| 2017-02-01 | 232.856631205302 |
| 2017-03-01 | 233.080742004622 |
| 2017-04-01 | 233.819723460756 |
| 2017-05-01 | 233.911283579762 |
| 2017-06-01 | 234.340694485055 |
| 2017-07-01 | 233.590524509935 |
| 2017-08-01 | 233.258079485772 |
| 2017-09-01 | 234.591915851737 |
| 2017-10-01 | 234.267798915068 |
| 2017-11-01 | 233.924652550146 |
| 2017-12-01 | 234.637782725758 |
| 2018-01-01 | 236.445091287575 |
| 2018-02-01 | 237.489422127343 |
| 2018-03-01 | 238.301613314749 |
| 2018-04-01 | 238.513954491540 |
| 2018-05-01 | 239.416933180592 |
| 2018-06-01 | 239.469412395346 |
| 2018-07-01 | 240.396998721812 |
| 2018-08-01 | 241.264307537908 |
| 2018-09-01 | 242.082930908713 |
| 2018-10-01 | 242.018938017069 |
| 2018-11-01 | 243.146374514842 |
| 2018-12-01 | 241.092291510046 |
| 2019-01-01 | 244.161297327572 |
| 2019-02-01 | 245.986475439969 |
| 2019-03-01 | 246.520320218141 |
| 2019-04-01 | 245.307331751747 |
| 2019-05-01 | 245.627564290796 |
| 2019-06-01 | 246.889732803319 |
| 2019-07-01 | 246.163486113424 |
| 2019-08-01 | 247.021226953174 |
| 2019-09-01 | 245.239948879645 |
| 2019-10-01 | 245.193664027494 |
| 2019-11-01 | 245.469671524387 |
| 2019-12-01 | 246.255397131802 |
| 2020-01-01 | 244.966477499635 |
| 2020-02-01 | 243.862335242204 |
| 2020-03-01 | 243.407925486153 |
| 2020-04-01 | 224.861023419771 |
| 2020-05-01 | 226.082380381595 |
| 2020-06-01 | 227.434257427830 |
| 2020-07-01 | 230.447735045325 |
| 2020-08-01 | 230.557687058637 |
| 2020-09-01 | 232.610581752374 |
| 2020-10-01 | 234.164126864494 |
| 2020-11-01 | 235.287025678450 |
| 2020-12-01 | 237.472741183081 |
| 2021-01-01 | 238.148152886605 |
| 2021-02-01 | 239.909411850505 |
| 2021-03-01 | 242.046218341074 |
| 2021-04-01 | 243.497182217699 |
| 2021-05-01 | 244.402719031146 |
| 2021-06-01 | 243.524849230306 |
| 2021-07-01 | 244.782726149082 |
| 2021-08-01 | 245.992994961876 |
| 2021-09-01 | 246.474213409660 |
| 2021-10-01 | 249.926726687575 |
| 2021-11-01 | 251.104966186833 |
| 2021-12-01 | 253.373512259129 |
| 2022-01-01 | 253.799959565823 |
| 2022-02-01 | 256.335208701704 |
| 2022-03-01 | 254.306737331722 |
| 2022-04-01 | 254.329428872922 |
| 2022-05-01 | 253.892764548919 |
| 2022-06-01 | 252.125833836643 |
| 2022-07-01 | 255.541298817492 |
| 2022-08-01 | 255.656678695644 |
| 2022-09-01 | 255.284461297328 |
| 2022-10-01 | 255.657810132933 |
| 2022-11-01 | 255.400258956546 |
| 2022-12-01 | 253.829481924604 |
| 2023-01-01 | 254.908670735071 |
| 2023-02-01 | 255.257666914746 |
| 2023-03-01 | 254.413353482104 |
| 2023-04-01 | 256.452966116483 |
| 2023-05-01 | 256.262177393329 |
| 2023-06-01 | 256.866730098189 |
| 2023-07-01 | 255.647781908833 |
| 2023-08-01 | 256.009461793989 |
| 2023-09-01 | 256.366382161176 |
| 2023-10-01 | 256.643244794191 |
| 2023-11-01 | 257.675746496675 |
| 2023-12-01 | 256.277993424783 |
| 2024-01-01 | 260.654198723167 |
| 2024-02-01 | 261.478944645805 |
| 2024-03-01 | 260.841615277631 |
| 2024-04-01 | 259.721893367657 |
| 2024-05-01 | 259.898307946179 |
| 2024-06-01 | 259.399948340977 |
| 2024-07-01 | 260.451877088270 |
| 2024-08-01 | 259.266361449342 |
| 2024-09-01 | 259.202546255622 |
| 2024-10-01 | 259.096010463877 |
| 2024-11-01 | 258.234868262509 |
| 2024-12-01 | 257.755969748291 |
| 2025-01-01 | 256.369450413994 |
| 2025-02-01 | 256.265345434975 |
| 2025-03-01 | 255.534950060295 |
| 2025-04-01 | 254.764060087087 |
| 2025-05-01 | 254.887652208011 |
| 2025-06-01 | 254.644576091119 |
| 2025-07-01 | 253.161029086583 |
| 2025-08-01 | 253.161799270201 |
| 2025-09-01 | 252.014169914078 |
| 2025-10-01 | 249.088832889137 |
| 2025-11-01 | 248.250505424842 |
| 2025-12-01 | 249.455209960826 |
| 2026-01-01 | 249.114536002925 |
| 2026-02-01 | 248.428123122008 |
| 2026-03-01 | 249.170101724790 |
| 2026-04-01 | 249.088397122608 |